# Research achievement
| Article title | Journal name | Author |
|---|---|---|
| Research on the Improvement Strategy of Data Augmentation Algorithm for Small Samples Named Entity Recognition | Data Analysis and Knowledge Discovery (CSSCI) | Liu Xingli, Fan Junjie, Ma Haiqun |
| Research on Multi Policy Synergy of Open Government Data Subject Based on Association Rules | Information Science (CSSCI) | Ma Haiqun, Liu Xingli, Han Na |
| Application of Intelligent Corpus Annotation of Entity Extraction with Construction of Knowledge Graph | Mathematical Problems in Engineering (SCI, Zone 4, Chinese Academy of Sciences) | Liu Xingli, Fan Junjie, Ma Haiqun |
| Domain-Specific Knowledge Graph Construction Based on RoBERTa-wwm Pre-training Model | Computational Intelligence and Neuroscience (SCI, Zone 2, Chinese Academy of Sciences) | Liu Xingli, Zhao Wei, Ma Haiqun |
| Research on Collaborative Reasoning of Policy Text Based on Knowledge Graph | Information Science (CSSCI) | Han Na, Ma Haiqun, Liu Xingli |
| Event Extraction Model Based on ALBERT+BiLSTM+CRF | Journal of Heilongjiang University of Science and Technology | Han Na, Zhang Haoyang |
| Connotation Definition and Management of Network Document | Journal of Library and Data | Han Na, Ma Haiqun |
| Analysis of the Evolution of American National Intelligence Strategy | Journal of Intelligence (CSSCI) | Ma Haiqun, Han Na |
| Research on the Construction of Evaluation System of Social Science Application Achievements | Information and Documentation Services (CSSCI) | Ma Haiqun, Han Na |
| Hybrid Error Metric Algorithm for Mesh Simplification | Journal of Computational Information Systems | Wang Hailing |
| Multi-Feature Metric Guided Mesh Simplification | Advances in Intelligent Systems and Computing | Wang Hailing |
| Fractal Reconciliation for Ocean Wave Simulation | Journal of Harbin Engineering University | Wang Hailing |
| Collision Detection Algorithm Based on Topological Hierarchical Graph | Journal of Computer Applications | Wang Hailing |
| Dynamic Water Surface Simulation Method Based on Improving Surface Entropy | Journal of Computer Applications | Wang Hailing |
| An Efficient Mesh Simplification Method in 3D Graphic Model Rendering | The IEEE International Conference on Computer Science and Software Engineering | Wang Hailing |
| An Efficient Mesh Simplification Algorithm | International Conference on Internet Computing for Science and Engineering | Wang Hailing |
| Uncertain data analysis algorithm based on fast Gaussian transform | Tongxin Xuebao/Journal on Communications | Chi Ronghua |
| Uncertain Trajectory Prediction Method Using Non-parametric Density Estimation | Journal of Automation | Chi Ronghua |
| Density Distribution Frequent Pattern for Query Processing over Uncertain Data Stream | Journal of Harbin Engineering University | Chi Ronghua |
| An Uncertain Data Stream Similarity Measurement Method Based on Nonparametric Estimation and Stochastic Simulation | Journal of Shandong Agricultural University | Chi Ronghua |
| A Histogram Kernel Density Estimation Based Similarity Approach for Uncertain Time Serie | Technical Journal of the Faculty of Engineering | Chi Ronghua |
| Histogram Density Estimation based Uncertain Time Series Forecasting Method | International Conference on Electrical Engineering and Information Technology | Chi Ronghua |
| Entity Recognition Method for Cyberspace Security Based on BERT | Journal of Heilongjiang University of Science and Technology | Lian Longying |
| Ontology-based Construction Method for Cyberspace Security Knowledge Graph | Journal of Heilongjiang University of Science and Technology | Lian Longying |
| Named Entities Recognition of Bi-LSTM+CRF in Cyberspace Security Domain | Journal of Heilongjiang University of Science and Technology | Lian Longying |
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